Other packages > Find by keyword >

detpack  

Density Estimation and Random Number Generation with Distribution Element Trees
View on CRAN: Click here


Download and install detpack package within the R console
Install from CRAN:
install.packages("detpack")

Install from Github:
library("remotes")
install_github("cran/detpack")

Install by package version:
library("remotes")
install_version("detpack", "1.1.3")



Attach the package and use:
library("detpack")
Maintained by
Daniel Meyer
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-01-17
Latest Update: 2019-07-24
Description:
Density estimation for possibly large data sets and conditional/unconditional random number generation or bootstrapping with distribution element trees. The function 'det.construct' translates a dataset into a distribution element tree. To evaluate the probability density based on a previously computed tree at arbitrary query points, the function 'det.query' is available. The functions 'det1' and 'det2' provide density estimation and plotting for one- and two-dimensional datasets. Conditional/unconditional smooth bootstrapping from an available distribution element tree can be performed by 'det.rnd'. For more details on distribution element trees, see: Meyer, D.W. (2016) or Meyer, D.W., Statistics and Computing (2017) and Meyer, D.W. (2017) or Meyer, D.W., Journal of Computational and Graphical Statistics (2018) .
How to cite:
Daniel Meyer (2018). detpack: Density Estimation and Random Number Generation with Distribution Element Trees. R package version 1.1.3, https://cran.r-project.org/web/packages/detpack. Accessed 05 Jun. 2026.
Previous versions and publish date:
1.0.0 (2018-01-17 13:23), 1.0.1 (2018-01-23 15:00), 1.1.0 (2018-03-29 19:55), 1.1.1 (2018-04-26 19:55), 1.1.2 (2018-12-14 13:20)
Other packages that cited detpack R package
View detpack citation profile
Other R packages that detpack depends, imports, suggests or enhances
Complete documentation for detpack
Functions, R codes and Examples using the detpack R package
Some associated functions: allequal . chi2indeptest . chi2testlinear . chi2testtable . chi2testuniform . contourRect . de.split . det.construct . det.cut . det.de . det.leafs . det.query . det.rnd . det1 . det2 . detpack . dimstosplit . 
Some associated R codes: det1.R . det2.R . detconstruct.R . detleafs.R . detpack.R . detquery.R . detrnd.R . testing.R .  Full detpack package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency  
msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA